MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54901
somadevfat
gacha-task Claim
A gamified task management MCP server that mimics League of Legends ranked matc…
— ○ ⏳ — N/A N/A — — —
54902
neka-nat
mycobot-mcp Claim
Enables sending pick-and-place instructions to myCobot using object detection v…
— ○ ⏳ — N/A N/A — — —
54903
junju523
jp-pint-mcp Claim
jp-pint-mcp
— ○ ⏳ — — — — — —
54904
cloudcrane-dev
CloudCrane Claim
Ask your assistant for an app and it lands on your phone: offline, data on the …
— ○ ⏳ — — — — — —
54905
schwarztim
Enables AI assistants to perform authorized WiFi security assessments, includin…
— ○ ⏳ — — — — — —
54906
Pavankurapati03
A Python-based MCP server that provides mathematical tools like addition and ra…
— ○ ⏳ — N/A N/A — — —
54907
joinlayer
JoinLayer Claim
Operate secure JoinLayer data pipelines through delegated OAuth.
— ○ ⏳ — — — — — —
54908
shuhei0866
Enables AI models to read, search, and write notes in an Obsidian vault followi…
— ○ ⏳ — N/A N/A — — —
54909
football-docs Claim 1
Searchable football data provider docs for AI coding agents.
— ○ — N/A N/A — 81 —
54910
GongRzhe
Enables AI assistants like Claude to interact with humans through intuitive GUI…
— ○ ⏳ — N/A N/A — — —
54911
anuragsinghbhandari
Enables AI agents to access a marketplace of paid tools by automatically handli…
— ○ ⏳ — — — — 81 —
54912
max-rousseau
A self-hosted MCP server that provides a single execute_code tool, enabling age…
— ○ ⏳ — — — — — —
54913
MCP KQL Server Claim 1
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
— ○ — N/A N/A — 81 —
54914
cyanheads
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
— ○ ⏳ — — — — — —
54915
Reviewable workspace discovery and private HTML review creation via stdio MCP.
— ○ — N/A N/A — 81 —
54916
swesmith-repos
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
— ○ ⏳ — — — — 81 —
54917
portal-labs-infrastructure
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
— ○ ⏳ — N/A N/A — — —
54918
thein-art
Enables interaction with Google Search Console via MCP, offering search analyti…
— ○ ⏳ — — — — — —
54919
Jeffreytsai1004
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
— ○ ⏳ — N/A N/A — — —
54920
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
— ○ — N/A N/A — 81 —
54921
ohhan777
korea_weather Claim 1
An MCP server that provides Korean weather information from the Korea Meteorolo…
— ○ ⏳ — — — — 81 —
54922
tylergibbs1
canvas-mcp Claim
Enables AI agents to interact with Canvas LMS via its REST API for reading cour…
— ○ ⏳ — — — — — —
54923
kalikin-artem
Enables semantic search over local markdown note collections using vector embed…
— ○ ⏳ — N/A N/A — — —
54924
choizeus02
MCP server for managing chemical inventory with SQLite. Enables search, detail …
— ○ ⏳ — — — — — —
54925
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
— ○ ⏳ — N/A N/A — 95 —
54926
SuppleAardvark
A Model Context Protocol server for exploring and analyzing CSV files, providin…
— ○ ⏳ — N/A N/A — — —
54927
lucadevv
MCP server that exposes code tracing capabilities including journey flows, HTTP…
— ○ ⏳ — N/A N/A — — —
54928
0x1f320
Bridges unnecessary React re-render data from the browser to coding agents, ena…
— ○ ⏳ — N/A N/A — — —
54929
Tairon-ai
0g-chain-mcp Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
— ○ ⏳ — — — — — —
54930
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
— ○ ⏳ — N/A N/A — 95 —
54931
pipeworx-io
Enables browsing and fetching transport and mobility news feeds from curated so…
— ○ ⏳ — — — — — —
54932
LINZO-AT
Enables AI-assisted planning inquiries by exposing PP/DS OData APIs as MCP tool…
— ○ ⏳ — — — — — —
54933
NicolasDuarte04
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
— ○ ⏳ — — — — — —
54934
igor-safonov-git
Enables comprehensive code reviews using multiple AI models (O3, Gemini, Claude…
— ○ ⏳ — — — — — —
54935
Dmitriusan
A comprehensive MCP toolkit for Java backend developers, providing 35 tools acr…
— ○ ⏳ — N/A N/A — — —
54936
lmendezz
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
— ○ ⏳ — N/A N/A — — —
54937
segalz
Enables using the xAI Grok CLI as an MCP sub-agent for code review, asking ques…
— ○ ⏳ — N/A N/A — — —
54938
AldanJJay
Enables querying academic data from Universitat Jaume I, including subjects, de…
— ○ ⏳ — N/A N/A — — —
54939
VIckys-AI-Stuffs
indmoney-mcp Claim
Read-only INDmoney portfolio access for Claude — Indian stocks, mutual funds, U…
— ○ ⏳ — N/A N/A — — —
54940
confortistefano
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
— ○ ⏳ — — — — — —
54941
CodeGlide
Provides access to GitHub v3 REST API functionality through STDIO mode with Fas…
— ○ ⏳ — — — — — —
54942
daomengKJ
Enables LLM clients to handle leave applications by providing tools for initial…
— ○ ⏳ — — — — — —
54943
mark-o298
MCP server for Brevo email marketing platform enabling campaign management, ana…
— ○ ⏳ — — — — — —
54944
nazar256
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
— ○ ⏳ — — — — — —
54945
universal-mcp
Provides a standardized interface for interacting with Fpl's tools and services…
— ○ ⏳ — — — — — —
54946
radeksh
shodan-mcp Claim
Enables searching Shodan for devices and services, and looking up host details,…
— ○ ⏳ — — — — — —
54947
AHM215
An MCP server that provides tools to interact with the LeetCode API, enabling p…
— ○ ⏳ — — — — — —
54948 — ○ ⏳ — N/A N/A — 95 —
54949
ninemindai
weather-mcp Claim
Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…
— ○ ⏳ — — — — — —
54950
Hcs66
Enables users to interact with the Writeathon platform for managing cards, spac…
— ○ ⏳ — — — — — —
Showing 54901–54950 of 69153 servers